{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "3284ed95",
   "metadata": {},
   "source": [
    "## matplotlib\n",
    "\n",
    "### 1. pyplot\n",
    "\n",
    "https://www.matplotlib.org.cn/gallery/#lines-bars-and-markers(matplotlib官网示例库）"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "93a5a4a2",
   "metadata": {},
   "source": [
    "对于每一对xy参数，都会有一个调整格式的第三个参数，可以设置颜色、线条类型\n",
    "\n",
    "plot([x], y, [fmt], *, data=None, **kwargs)\n",
    "\n",
    "plot([x], y, [fmt], [x2], y2, [fmt2], ..., **kwargs)\n",
    "\n",
    "[matplotlib中常用的格式设置](https://blog.csdn.net/wzyaiwl/article/details/77689740)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "0f8adfe6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "plt.plot([1,2,3,4], [1,4,9,16], 'r.-')\n",
    "plt.axis([0, 6, 0, 20])#设置横纵坐标的上下限\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "b13ec0dc",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "t=np.array([1,2,3,4])\n",
    "plt.plot(t,t**2,'bs--')\n",
    "plt.axis([0,5,0,20])\n",
    "plt.xlabel(\"time\")\n",
    "plt.ylabel(\"speed\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c3f2e101",
   "metadata": {},
   "source": [
    "pyplot也可以作出两个图，即创建两个subplot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "df9ce032",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "def f(t):\n",
    "    return np.exp(-t) * np.cos(2*np.pi*t)\n",
    "\n",
    "t1 = np.arange(0.0, 5.0, 0.1)#分别创立两个函数的横坐标点\n",
    "t2 = np.arange(0.0, 5.0, 0.02)\n",
    "\n",
    "plt.figure(1)\n",
    "plt.subplot(2,1,1)\n",
    "plt.plot(t1, f(t1), 'bo', t2, f(t2), 'k')\n",
    "\n",
    "plt.subplot(2,1,2)\n",
    "plt.plot(t2, np.cos(2*np.pi*t2), 'r--')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "77251cf5",
   "metadata": {},
   "source": [
    "### 2.image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "557b87da",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.image as mpimg\n",
    "import numpy as np\n",
    "\n",
    "img=mpimg.imread('example.png')#读入图片\n",
    "imgplot = plt.imshow(img)#显示图片"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "ef7ff91c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.colorbar.Colorbar at 0x7f00bc783b20>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "lum_img = img[:,:,0]\n",
    "plt.imshow(lum_img, cmap=\"hot\")\n",
    "plt.colorbar()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
